Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 1.0000000 | 1.0000000 | 0.8784003 |
| bt | 0.9458141 | 0.8273663 | 0.3379231 |
| maxnet | 0.9342909 | 0.7543681 | NA |
| gam | 0.9573373 | 0.7516883 | 0.6087376 |
| glm | 0.9318255 | 0.7415050 | 0.4023094 |